2.Design and implementation for portable ultrasound-aided breast cancer screening system.
Zhicheng WANG ; Bingbing HE ; Yufeng ZHANG ; Zhiyao LI ; Ruihan YAO ; Kai HUANG
Journal of Biomedical Engineering 2022;39(2):390-397
Early screening is an important means to reduce breast cancer mortality. In order to solve the problem of low breast cancer screening rates caused by limited medical resources in remote and impoverished areas, this paper designs a breast cancer screening system aided with portable ultrasound Clarius. The system automatically segments the tumor area of the B-ultrasound image on the mobile terminal and uses the ultrasound radio frequency data on the cloud server to automatically classify the benign and malignant tumors. Experimental results in this study show that the accuracy of breast tumor segmentation reaches 98%, and the accuracy of benign and malignant classification reaches 82%, and the system is accurate and reliable. The system is easy to set up and operate, which is convenient for patients in remote and poor areas to carry out early breast cancer screening. It is beneficial to objectively diagnose disease, and it is the first time for the domestic breast cancer auxiliary screening system on the mobile terminal.
Breast/pathology*
;
Breast Neoplasms/pathology*
;
Diagnosis, Computer-Assisted
;
Early Detection of Cancer
;
Female
;
Humans
;
Ultrasonography
;
Ultrasonography, Mammary/methods*
4.Differential diagnosis model of benign and malignant breast BI-RADS category 4 nodules based on serum SP70 and conventional laboratory indicators.
Hong Mei DING ; Jian XU ; Fang WANG ; Qun ZHANG ; Hong PAN ; Yuan MU ; Chun Rong GU ; Shu Xian MIAO ; Xiao Na LI ; Heng Yu JU ; Lin WANG ; Shi Yang PAN
Chinese Journal of Preventive Medicine 2022;56(12):1774-1783
Objective: To develop a nomogram model for the differential diagnosis of benign and malignant breast BI-RADS (Breast Imaging Reporting and Data System) category 4 nodules based on serum tumor specific protein 70 (SP70) and conventional laboratory indicators and validate its predictive efficacy. Methods: A case-control study design was used to retrospectively analyze the data of 429 female patients diagnosed with BI-RADS category 4 breast nodules by breast color doppler flow imaging at the First Affiliated Hospital of Nanjing Medical University from January 2021 to April 2022 with an age range of 16 to 91 years and a median age of 50 years, and the patients were divided into a training cohort (314 patients) and a validation cohort (115 patients) according to the inclusion time successively. Using postoperative pathological findings as the"gold standard", univariate and multivariate logistic regression analyses were used to identify the predictor variables used for the model. The nomogram, receiver operating characteristic (ROC) curves and calibration curves were drawn for the prediction model, and the discrimination and calibration of the model were evaluated using the consistency index (C-index) and calibration plots. Results: The postoperative pathological results showed that 286 (66.7%) were malignant nodules and 143 (33.3%) were benign nodules of 429 breast BI-RADS category 4 nodules. The serum SP70 (OR=1.227,95%CI: 1.033-1.458,P=0.020), NLR (OR=1.545,95%CI: 1.047-2.280,P=0.028), LDL-C (OR=2.215, 95%CI: 1.354-3.622, P=0.002), GLU (OR=2.050,95%CI:1.222-3.438,P=0.007), PT (OR=1.383,95%CI: 1.046-1.828,P=0.023), nodule diameter (OR=1.042, 95%CI: 1.008-1.076, P=0.015) and age (OR=1.062,95%CI: 1.011-1.116,P=0.016) were independent risk factors which could be used to distinguish benign and malignant breast BI-RADS category 4 nodules (P<0.05). The nomogram was plotted by the above seven independent variables, and the concordance index (C-index) for the training cohort and validation cohort were 0.842 (95%CI:0.786-0.898) and 0.787 (95%CI:0.687-0.886), respectively. The sensitivity and specificity of using this model to identify benign and malignant breast BI-RADS category 4 nodules in the training and validation cohort were 83.5%, 72.5% and 79.2%, 73.6%, respectively. The calibration curves showed good agreement between the predicted and actual values in the nomogram. Conclusions: This study combined serum SP70, conventional laboratory indicators and breast color doppler flow imaging to develop a nomogram model for the differential diagnosis of benign and malignant breast BI-RADS category 4 nodules. The model may have good predictive efficacy and may provide a basis for clinical treatment options, which is beneficial for guiding breast cancer screening and prevention.
Female
;
Humans
;
Middle Aged
;
Adolescent
;
Young Adult
;
Adult
;
Aged
;
Aged, 80 and over
;
Diagnosis, Differential
;
Retrospective Studies
;
Case-Control Studies
;
Breast/pathology*
;
Breast Neoplasms/pathology*
5.Feasibility of ultrasound-guided absorbable retaining thread needle localization for nonpalpable breast lesions
Seo Young PARK ; Hye Jung KIM ; Won Hwa KIM ; Hye Jin CHEON ; Hoseok LEE ; Ho Yong PARK ; Jin Hyang JUNG ; Ji Young PARK
Ultrasonography 2019;38(3):272-276
PURPOSE: Absorbable retaining thread (ART) needle localization utilizes a guiding needle with a thread; this technique was invented to reduce patient discomfort and wire migration. We investigated the feasibility of ultrasound (US)-guided ART needle localization for nonpalpable breast lesions. METHODS: ART needle localization was performed for 26 nonpalpable breast lesions in 26 patients who were scheduled to undergo surgical excision the day after localization. Seventeen breast lesions were initially diagnosed as invasive ductal carcinoma, six as ductal carcinomas in situ, and one as fibrocystic change. The other two cases without an initial pathologic diagnosis had suspicious US features, and excision was planned concomitantly with contralateral breast cancer surgery. The primary outcome was the technical success rate of ART needle localization confirmed by US immediately after the procedure, and the secondary outcomes were the percentage of clear margins on pathology and the complication rate of ART needle localization. RESULTS: The technical success rate of ART needle localization was 96.2% (25 of 26 patients), and the ART was located 1 cm away from the mass in one patient (3.8%). The lesions were successfully removed with clear margins in all 26 patients. No significant complications related to ART needle localization were observed. CONCLUSION: ART needle localization can be an alternative to wire needle localization for nonpalpable breast lesions.
Breast Neoplasms
;
Breast
;
Carcinoma, Ductal
;
Diagnosis
;
Humans
;
Needles
;
Pathology
;
Surgery, Computer-Assisted
;
Ultrasonography
6.Pathologic differential diagnosis of metastatic carcinoma in the liver
Clinical and Molecular Hepatology 2019;25(1):12-20
The liver is one of the most common sites to which malignancies preferentially metastasize. Although a substantial number of liver malignancies are primary tumors, including hepatocellular carcinoma and intrahepatic cholangiocarcinoma, the metastasis of carcinomas to the liver is relatively common and frequently encountered in clinical settings. Representative carcinomas that frequently metastasize to the liver include colorectal carcinoma, breast carcinoma, neuroendocrine tumors, lung carcinoma, and gastric carcinoma. The diagnostic confirmation of suspected metastatic lesions in the liver is generally achieved through a histopathologic examination of biopsy tissues. Although morphology is the most important feature for a pathologic differential diagnosis of metastatic carcinomas, immunohistochemical studies facilitate the differentiation of metastatic carcinoma origins and subtypes. Useful immunohistochemical markers for the differential diagnosis of metastatic carcinomas in the liver include cytokeratins (CK7, CK19, and CK20), neuroendocrine markers (CD56, synaptophysin, and chromogranin A), and tissue-specific markers (CDX2, SATB2, TTF-1, GCDFP-15, mammaglobin, etc.). Here, we provide a brief review about the pathologic differential diagnosis of major metastatic carcinomas in the liver.
Biopsy
;
Breast Neoplasms
;
Carcinoma, Hepatocellular
;
Cholangiocarcinoma
;
Colorectal Neoplasms
;
Diagnosis, Differential
;
Immunohistochemistry
;
Keratins
;
Liver Neoplasms
;
Liver
;
Lung
;
Neoplasm Metastasis
;
Neuroendocrine Tumors
;
Pathology
;
Synaptophysin
7.High Survivin and Low Zinc Finger of the Cerebellum 1 Expression Indicates Poor Prognosis in Triple-negative Breast Carcinoma
Chun Tao SHI ; Jun MA ; Qi Feng SHI ; Ye ZHANG ; Hao Nan WANG
Journal of Breast Cancer 2019;22(2):248-259
PURPOSE: Triple-negative breast carcinoma (TNBC) is accompanied with high risk of metastasis and recurrence. The present study aimed to explore the clinicopathological and prognostic roles of putative tumor-related genes in patients with TNBC. METHODS: Thirty pairs of frozen-thawed tumors were used to select reliable indicators via real-time quantitative polymerase chain reaction (RT-qPCR). Then, 150 pathology specimens were used to evaluate the expression of proteins in TNBC through immunohistochemistry. In addition, Kaplan-Meier curves and Cox regression analysis were also performed to analyze the overall survival and disease-free survival. RESULTS: RT-qPCR results indicated that among all the proteins analyzed using fresh-frozen TNBC samples, the expression levels of only Survivin and zinc finger of the cerebellum 1 (ZIC1) were obviously different from those in the corresponding normal tissues. Survivin and ZIC1 expression had opposite effects on the clinicopathological diagnosis and prognostic assessment in TNBC patients. Further, there was a negative correlation between Survivin and ZIC1 expression. In addition, the “Survivin-positive ZIC1-negative group” was associated with histologic grade, lymph node metastasis, and TNM staging (p < 0.001) and this was also an independent factor for evaluating the prognosis of TNBC in patients. CONCLUSION: In summary, the expression levels of Survivin and ZIC1 in TNBC are different from those in normal tissues and are negatively correlated mutually. The combined detection of Survivin and ZIC1 expression levels could allow better comprehensive diagnosis and prognostic evaluation for TNBC patients.
Breast Neoplasms
;
Breast
;
Cerebellum
;
Diagnosis
;
Disease-Free Survival
;
Humans
;
Immunohistochemistry
;
Lymph Nodes
;
Neoplasm Metastasis
;
Neoplasm Staging
;
Pathology
;
Polymerase Chain Reaction
;
Prognosis
;
Recurrence
;
Triple Negative Breast Neoplasms
;
Zinc Fingers
;
Zinc
8.Chronological Improvement in Survival of Patients with Breast Cancer: A Large-Scale, Single-Center Study.
Sae Byul LEE ; Guiyun SOHN ; Jisun KIM ; Il Yong CHUNG ; Hee Jeong KIM ; Beom Seok KO ; Jong Won LEE ; Byung Ho SON ; Sung Bae KIM ; Sei Hyun AHN
Journal of Breast Cancer 2018;21(1):70-79
PURPOSE: This study aimed to chronologically evaluate survival of patients with breast cancer in Korea and investigate the observed changes during the last 20 years. We also sought to determine factors that may influence outcomes and changes in the duration of survival over time. METHODS: We retrospectively analyzed a total of 10,988 patients with breast cancer who were treated at our institution between January 1993 and December 2008. We divided the study period into three periods (P1, 1993–1997; P2, 1998–2002; and P3, 2003–2008). We retrospectively reviewed the collected data from the Asan database, including age at diagnosis, clinical manifestations, pathology report, surgical methods, types of adjuvant treatment modalities, type of recurrence, and follow-up period. RESULTS: At a median follow-up of 8.2 years, we observed that survival outcomes have improved recently. The 5-year breast cancer-specific survival (BCSS) rate also increased from 82.8% in P1 to 92.6% in P3 (p < 0.001). The survival rate in patients with tumors at each stage increased in similar patterns in all patients, and, remarkably, there was a significant survival improvement in patients with stage III breast cancer (P1 vs. P3: 5-year BCSS, 57.4% vs. 80.0%, p < 0.001). The time period was a significant prognostic factor in multivariate analysis (P1 vs. P2: hazard ratio [HR], 0.83, p=0.035; P1 vs. P3: HR, 0.75, p=0.015). CONCLUSION: The study results suggest an improvement in breast cancer survival in Korea, which is consistent with the development of treatments and early detection.
Breast Neoplasms*
;
Breast*
;
Chungcheongnam-do
;
Diagnosis
;
Follow-Up Studies
;
Humans
;
Korea
;
Multivariate Analysis
;
Pathology
;
Prognosis
;
Recurrence
;
Retrospective Studies
;
Survival Rate
9.Use of Sentinel Lymph Node Biopsy after Neoadjuvant Chemotherapy in Patients with Axillary Node-Positive Breast Cancer in Diagnosis.
Hee Jun CHOI ; Isaac KIM ; Emad ALSHARIF ; Sungmin PARK ; Jae Myung KIM ; Jai Min RYU ; Seok Jin NAM ; Seok Won KIM ; Jonghan YU ; Se Kyung LEE ; Jeong Eon LEE
Journal of Breast Cancer 2018;21(4):433-441
PURPOSE: This study aimed to evaluate the effects of sentinel lymph node biopsy (SLNB) on recurrence and survival after neoadjuvant chemotherapy (NAC) in breast cancer patients with cytology-proven axillary node metastasis. METHODS: We selected patients who were diagnosed with invasive breast cancer and axillary lymph node metastasis and were treated with NAC followed by curative surgery between January 2007 and December 2014. We classified patients into three groups: group A, negative sentinel lymph node (SLN) status and no further dissection; group B, negative SLN status with backup axillary lymph node dissection (ALND); and group C, no residual axillary metastasis on pathology with standard ALND. RESULTS: The median follow-up time was 51 months (range, 3–122 months) and the median number of retrieved SLNs was 5 (range, 2–9). The SLN identification rate was 98.3% (234/238 patients), and the false negative rate of SLNB after NAC was 7.5%. There was no significant difference in axillary recurrence-free survival (p=0.118), disease-free survival (DFS; p=0.578) or overall survival (OS; p=0.149) among groups A, B, and C. In the subgroup analysis of breast pathologic complete response (pCR) status, there was no significant difference in DFS (p=0.271, p=0.892) or OS (p=0.207, p=0.300) in the breast pCR and non-pCR patients. CONCLUSION: These results suggest that SLNB can be feasible and oncologically safe after NAC for cytology-determined axillary node metastasis patients and could help reduce arm morbidity and lymphedema by avoiding ALND in SLN-negative patients.
Arm
;
Breast Neoplasms*
;
Breast*
;
Diagnosis*
;
Disease-Free Survival
;
Drug Therapy*
;
Follow-Up Studies
;
Humans
;
Lymph Node Excision
;
Lymph Nodes
;
Lymphedema
;
Neoadjuvant Therapy
;
Neoplasm Metastasis
;
Pathology
;
Polymerase Chain Reaction
;
Recurrence
;
Sentinel Lymph Node Biopsy*
10.Differential diagnosis for breast ductal carcinoma in situ and plasma cell mastitis by magnetic resonance imaging.
Yu YANG ; Yanfang HUANG ; Ping LI ; Jinhui HU ; Bo JIANG ; Xiangle ZHOU ; Feiyi TAN
Journal of Central South University(Medical Sciences) 2018;43(10):1123-1130
To investigate the magnetic resonance imaging (MRI) features for ductal carcinoma in situ (DCIS) and plasma cell mastitis (PCM) , and to improve diagnostic accuracy for DCIS and PCM.
Methods: The MRI morphology confirmed by surgical pathology and dynamic enhancement for 35 patients with DCIS and 45 patients with PCM were retrospectively analyzed, which included T1 pre-scan high signal, enhanced distribution characteristics, internal strengthening mode, whether centrifugation or centripetal diffusion, dynamic enhancement curve morphology, diffusion-weighted imaging (DWI) signal characteristics, and apparent diffusion coefficient (ADC) values.
Results: The segmental distribution, clustered ring, T1 pre-catheters diffusion and the dynamic delayed concentric diffusion were more common in DCIS than those in PCM (P<0.05). Regional distribution, internal heterogeneity enhancement, and enhanced delay period eccentric diffusion were more common in PCM than those in DCIS (P<0.05). In the PCM group, nipple repertoire, DWI center high signal, adjacent skin thickening, and sinus formation were significantly higher than those in the DCIS group (P<0.05).
Conclusion: Both DCIS and PCM show a non-mass like enhancement on MRI. Images in DCIS mostly show duct-like, branch-like and segment-like distribution. The internal enhancement mode is centripetal diffusion. Images in PCM mostly show regional distribution, and the inside displays heterogeneity enhancement with the adjacent skin thickening and nipple subsided.
Breast Neoplasms
;
diagnostic imaging
;
Carcinoma, Ductal, Breast
;
diagnostic imaging
;
Contrast Media
;
Diagnosis, Differential
;
Female
;
Humans
;
Magnetic Resonance Imaging
;
Mastitis
;
diagnostic imaging
;
Plasma Cells
;
pathology
;
Retrospective Studies

Result Analysis
Print
Save
E-mail